{"id":"W2939914237","doi":"10.1186/s12916-019-1290-0","title":"Quantifying harms to others due to alcohol consumption in Germany: a register-based study","year":2019,"lang":"en","type":"article","venue":"BMC Medicine","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto; Centre for Addiction and Mental Health","funders":"Bundesministerium für Gesundheit","keywords":"Medicine; Environmental health; Injury prevention; Demography; Poison control; Suicide prevention; Occupational safety and health; Harm; Interpersonal communication; Fetal alcohol syndrome; Alcohol consumption; Alcohol intoxication; Domestic violence; Pregnancy; Alcohol; Psychiatry; Social psychology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001258128,0.0002584616,0.0007131372,0.0004975876,0.00002743406,0.00001043273,0.0001859379,0.00008223673,0.0004383801],"category_scores_gemma":[0.0007339744,0.0002032635,0.00005208488,0.0005661792,0.0000374829,0.00007081206,0.00004964676,0.000246117,0.001102926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002356954,"about_ca_system_score_gemma":0.00008292793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002394466,"about_ca_topic_score_gemma":0.001291133,"domain_scores_codex":[0.9976729,0.0001685142,0.0005050143,0.0006058383,0.0006339153,0.0004138601],"domain_scores_gemma":[0.9982745,0.0003546591,0.0001030616,0.0008281724,0.00006216859,0.0003774129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001624161,0.0003246927,0.8924685,0.0004672661,0.00003186069,0.0003982055,0.003487146,0.0001131256,0.09832419,0.0000234727,0.001480459,0.001256901],"study_design_scores_gemma":[0.01238181,0.002923996,0.9762756,0.002570963,0.00007274318,0.00003478824,0.000942916,0.0005165707,0.002721471,0.000003339421,0.001288879,0.0002668919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908164,0.0002423053,0.001633002,0.001811469,0.0006078492,0.004169017,0.000002461255,0.0001229977,0.0005944575],"genre_scores_gemma":[0.9944829,0.000001413807,0.001009263,0.003421924,0.0002121772,0.0001709604,0.00001201826,0.00004976356,0.0006396032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09560272,"threshold_uncertainty_score":0.9996749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09608863846884078,"score_gpt":0.3672428619631973,"score_spread":0.2711542234943565,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}